Image Classification on CIFAR10 Noise C (test)
73.3Acc (Gaussian)SoTTA
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SoTTA2023.10 | 73.3 | 77.7 | 66.8 | 86.1 | 64 | 84.3 | 86.6 | 83.1 | 82 | 85.7 | 91.1 | 84.1 | 77.1 | 81.6 | 77.2 | 80 | |
| RoTTA2023.10 | 64.4 | 66.9 | 56.1 | 80.1 | 59.1 | 79.8 | 82.2 | 79.7 | 78.7 | 77.8 | 91.2 | 69 | 72.3 | 73.4 | 72.8 | 73.6 | |
| CoTTA2023.10 | 60.4 | 60.3 | 52.4 | 47.3 | 41.6 | 44.1 | 52 | 62.7 | 66.6 | 47.7 | 79 | 44.7 | 42.8 | 60.2 | 60.2 | 54.8 | |
| SAR2023.10 | 57.5 | 59.3 | 49.6 | 57.2 | 43.7 | 54.4 | 59.4 | 64.8 | 65.4 | 57.9 | 77.1 | 60.2 | 50 | 58.3 | 59.8 | 58.3 | |
| TENT2023.10 | 54 | 57.1 | 36.7 | 48.9 | 28.3 | 50.5 | 51 | 64 | 64.7 | 49.5 | 80.5 | 43.7 | 38.4 | 56.7 | 57 | 52.1 | |
| BN Stats2023.10 | 51.7 | 53.9 | 45.5 | 52.7 | 41.5 | 51 | 55.1 | 62.8 | 63.8 | 53.8 | 76.9 | 55.8 | 46.8 | 54.8 | 56.4 | 54.8 | |
| PL2023.10 | 47.6 | 52.7 | 44.7 | 48.9 | 36.1 | 49.4 | 54.1 | 61.9 | 56.5 | 50.9 | 77.1 | 45.2 | 43.1 | 49.4 | 59.5 | 51.8 | |
| EATA2023.10 | 42.2 | 41 | 33.2 | 32.7 | 25 | 27.9 | 34.3 | 40.8 | 42.6 | 31.6 | 61.5 | 20.3 | 27.5 | 35.8 | 43.1 | 36 | |
| Source2023.10 | 26 | 33.2 | 24.7 | 56.7 | 52 | 67.4 | 64.8 | 78 | 67 | 74.1 | 91.5 | 33.9 | 76.6 | 46.4 | 73.2 | 57.7 | |
| LAME2023.10 | 21.8 | 28.6 | 18.5 | 51.6 | 50.8 | 64.3 | 60.9 | 78.4 | 67.3 | 71.7 | 90.5 | 27 | 75.1 | 43 | 73.4 | 54.9 |